strands-agents/sdk-python

[FEATURE] Live Prompt Adjustment

Opened this issue · 1 comments

enitinb commented

Problem Statement

Production agents need real-time optimization based on user feedback and A/B testing without service interruption. Every prompt improvement requires full redeployment, causing downtime and preventing rapid iteration on agent performance

Proposed Solution

Runtime modification of the agent's system prompt and reasoning instructions with thread-safe context preservation - updates take effect on next LLM invocation while maintaining conversation memory state.

Use Case

Runtime modification of the agent's system prompt and reasoning instructions with thread-safe context preservation - updates take effect on next LLM invocation while maintaining conversation memory state.

Alternatives Solutions

No response

Additional Context

No response

afarntrog commented

Hi! This can currently be accomplished via hooks. Checkout the BeforeModelCallEvent